Start an unsupervised clustering demo, try jupytext

notebooks/Clustering.md

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+---
+jupyter:
+  jupytext:
+    main_language: python
+    text_representation:
+      extension: .md
+      format_name: markdown
+      format_version: '1.3'
+      jupytext_version: 1.16.3
+---
+
+Notebook examination of applying unsupervised clustering methods to vector embeddings and visualising the results
+
+Keywords: DBScan, T-SNE, other?
+
+Paper reference for approach: https://aslopubs.onlinelibrary.wiley.com/doi/full/10.1002/lno.12101#lno12101-sec-0025-title
+
+```python
+from cyto_ml.data.vectorstore import vector_store, client
+```